The old bookstore, usually a haven, felt suffocating. He watched the woman, his newly-minted medical twin, browse the shelves with an effortless grace. He had been trying to find a good book for a while.

He felt a tightening in his throat. He saw her chat with the owner. The owner greeted her with a warm smile, something he hadn’t received in years. She discussed her favourite authors and discussed their connection, her words flowing freely.

He turned away, pretending to examine a shelf of dusty tomes. He wanted to scream. He knew, suddenly, that he would rather walk away. He was suddenly overwhelmed. She was better than him.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215